quantization topic

An implementation of FedPAQ using different experimental parameters. We will be looking at different variations of how, r(number of clients to be selected), t (local epochs) and s (Quantizer levels))

AmanPriyanshu

Wav2vec 2.0 Self-Supervised Pretraining

khanld

Compression schema for gradients of activations in backward pass

skolai

Pytorch implementation of our paper accepted by CVPR 2022 -- IntraQ: Learning Synthetic Images with Intra-Class Heterogeneity for Zero-Shot Network Quantization

zysxmu

Pruning and quantization for SSD. Model compression.

xu-peng-tao

基于FPGA量化的人脸口罩检测

ZLkanyo009

BEVFormer inference on TensorRT, including INT8 Quantization and Custom TensorRT Plugins (float/half/half2/int8).

DerryHub

Quantized stable-diffusion cutting down memory 75%, testing in streamlit, deploying in container

LowinLi

0️⃣1️⃣🤗 BitNet-Transformers: Huggingface Transformers Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch with Llama(2) Architecture

Beomi

SDK for TEE AI Stick (includes model training script, inference library, examples)

TEE-AI